{ "dataset": "PEMSD3-stream", "begin_year": 2011, "end_year": 2017, "dropout": 0.0, "lr": 0.01, "batch_size": 128, "epoch": 50, "gpuid": 1, "activation": "relu", "scheduler": "epo", "momentum":0.99, "train": 0, "y_len": 12, "x_len": 12, "data_process": 0, "auto_test": 1, "auto_lr":0, "raw_data_path": "data/PEMSD3-stream/finaldata/", "save_data_path": "data/PEMSD3-stream/FastData/", "graph_path": "data/PEMSD3-stream/graph/", "model_path": "res/PEMSD3-stream/", "emb":{ "input_len":12, "input_dim":3, "adaptive_emb_dim":32, "D^D": 32, "D^W":32, "D^N":32, "output_len":12, "num_feat": 1, "feature_emb_dim": 128, "num_layer":2 }, "tcn":{ "in_channel": 32, "out_channel": 32, "kernel_size": 3, "dilation": 1 }, "TMRB":{ "in_channel":64, "out_channel":64, "top_k":12, "dropout":0.5 }, "logname": "static", "strategy": "incremental", "init": true, "increase": true, "num_hops": 1, "replay": false, "replay_strategy": "original", "replay_ratio":0.05, "is_TMRB":true, "is_update":true, "select_k":true }